Title :
Investigation of Membership Function Shapes in a Fuzzy-Controlled HVDC System
Author :
Marshall, J. ; Kazerani, M. ; Shatshat, R.E.
Author_Institution :
Dept. of Electr. & Comput. Eng., Waterloo Univ.
Abstract :
The use of fuzzy logic controllers to improve the performance of HVDC systems under various fault and operating point changes has been well-documented. However, previous research has focused either on using only basic triangular membership functions, or on optimizing the membership functions for a particular event. This paper investigates the relationship between various different shapes of membership functions and the associated HVDC system response to different events. It is concluded that a membership function optimized for a certain event will likely not perform well under various different conditions. Other trends are also observed and discussed to provide useful recommendations for fuzzy HVDC control systems
Keywords :
HVDC power convertors; fuzzy control; fuzzy logic controllers; fuzzy-controlled HVDC system; membership function shapes; Circuit faults; Control systems; Error correction; Fuzzy logic; HVDC transmission; Power generation; Robustness; Shape control; System testing; Thyristors;
Conference_Titel :
Industrial Electronics, 2006 IEEE International Symposium on
Conference_Location :
Montreal, Que.
Print_ISBN :
1-4244-0496-7
Electronic_ISBN :
1-4244-0497-5
DOI :
10.1109/ISIE.2006.295845
